Search Results - "Kernbach, Julius M."

The default network of the human brain is associated with perceived social isolation by Spreng, R. Nathan, Dimas, Emile, Mwilambwe-Tshilobo, Laetitia, Dagher, Alain, Koellinger, Philipp, Nave, Gideon, Ong, Anthony, Kernbach, Julius M., Wiecki, Thomas V., Ge, Tian, Li, Yue, Holmes, Avram J., Yeo, B. T. Thomas, Turner, Gary R., Dunbar, Robin I. M., Bzdok, Danilo

“…Humans survive and thrive through social exchange. Yet, social dependency also comes at a cost. Perceived social isolation, or loneliness, affects physical and…”
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Significance of external validation in clinical machine learning: let loose too early? by Staartjes, Victor E., Kernbach, Julius M.

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Shared endo-phenotypes of default mode dysfunction in attention deficit/hyperactivity disorder and autism spectrum disorder by Kernbach, Julius M., Satterthwaite, Theodore D., Bassett, Danielle S., Smallwood, Jonathan, Margulies, Daniel, Krall, Sarah, Shaw, Philip, Varoquaux, Gaël, Thirion, Bertrand, Konrad, Kerstin, Bzdok, Danilo

“…Categorical diagnoses from the Diagnostic and Statistical Manual of Mental Disorders (DSM) or International Classification of Diseases (ICD) manuals are…”
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Publisher Correction: The default network of the human brain is associated with perceived social isolation by Spreng, R. Nathan, Dimas, Emile, Mwilambwe-Tshilobo, Laetitia, Dagher, Alain, Koellinger, Philipp, Nave, Gideon, Ong, Anthony, Kernbach, Julius M., Wiecki, Thomas V., Ge, Tian, Li, Yue, Holmes, Avram J., Yeo, B. T. Thomas, Turner, Gary R., Dunbar, Robin I. M., Bzdok, Danilo

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Bayesian stroke modeling details sex biases in the white matter substrates of aphasia by Kernbach, Julius M., Hartwigsen, Gesa, Lim, Jae-Sung, Bae, Hee-Joon, Yu, Kyung-Ho, Schlaug, Gottfried, Bonkhoff, Anna, Rost, Natalia S., Bzdok, Danilo

“…Ischemic cerebrovascular events often lead to aphasia. Previous work provided hints that such strokes may affect women and men in distinct ways. Women tend to…”
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Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants by Kernbach, Julius M., Yeo, B. T. Thomas, Smallwood, Jonathan, Margulies, Daniel S., de Schotten, Michel Thiebaut, Walter, Henrik, Sabuncu, Mert R., Holmes, Avram J., Gramfort, Alexandre, Varoquaux, Gaël, Thirion, Bertrand, Bzdok, Danilo

“…The human default mode network (DMN) is implicated in several unique mental capacities. In this study, we tested whether brain-wide interregional communication…”
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Predicted Prognosis of Pancreatic Cancer Patients by Machine Learning-Letter by Kernbach, Julius M, Staartjes, Victor E

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A critical moment in machine learning in medicine: on reproducible and interpretable learning by Ciobanu-Caraus, Olga, Aicher, Anatol, Kernbach, Julius M., Regli, Luca, Serra, Carlo, Staartjes, Victor E.

“…Over the past two decades, advances in computational power and data availability combined with increased accessibility to pre-trained models have led to an…”
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Machine learning in neurosurgery: a global survey by Staartjes, Victor E., Stumpo, Vittorio, Kernbach, Julius M., Klukowska, Anita M., Gadjradj, Pravesh S., Schröder, Marc L., Veeravagu, Anand, Stienen, Martin N., van Niftrik, Christiaan H. B., Serra, Carlo, Regli, Luca

“…Background Recent technological advances have led to the development and implementation of machine learning (ML) in various disciplines, including…”
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Shared endo-phenotypes of default mode dsfunction in attention deficit/hyperactivity disorder and autism spectrum disorder by Kernbach, Julius M, Satterthwaite, Theodore D, Bassett, Danielle S, Smallwood, Jonathan, Margulies, Daniel, Krall, Sarah, Shaw, Philip, Varoquaux, Gaël, Thirion, Bertrand, Konrad, Kerstin, Bzdok, Danilo

“…Categorical diagnoses from the Diagnostic and Statistical Manual of Mental Disorders (DSM) or International Classification of Diseases (ICD) manuals are…”
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Letter to the Editor Regarding “Investigating Risk Factors and Predicting Complications in Deep Brain Stimulation Surgery with Machine Learning Algorithms” by Staartjes, Victor E., Kernbach, Julius M.

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Letter to the Editor. Importance of calibration assessment in machine learning-based predictive analytics by Staartjes, Victor E, Kernbach, Julius M

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External validation of a prediction model for pain and functional outcome after elective lumbar spinal fusion by Quddusi, Ayesha, Eversdijk, Hubert A. J., Klukowska, Anita M., de Wispelaere, Marlies P., Kernbach, Julius M., Schröder, Marc L., Staartjes, Victor E.

“…Objective Patient-reported outcome measures following elective lumbar fusion surgery demonstrate major heterogeneity. Individualized prediction tools can…”
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Machine Learning Algorithms in Neuroimaging: An Overview by Stumpo, Vittorio, Kernbach, Julius M, van Niftrik, Christiaan H B, Sebök, Martina, Fierstra, Jorn, Regli, Luca, Serra, Carlo, Staartjes, Victor E

“…Machine learning (ML) and artificial intelligence (AI) applications in the field of neuroimaging have been on the rise in recent years, and their clinical…”
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18F-FET-PET-guided gross total resection improves overall survival in patients with WHO grade III/IV glioma: moving towards a multimodal imaging-guided resection by Ort, Jonas, Hamou, Hussam Aldin, Kernbach, Julius M., Hakvoort, Karlijn, Blume, Christian, Lohmann, Philipp, Galldiks, Norbert, Heiland, Dieter Henrik, Mottaghy, Felix M., Clusmann, Hans, Neuloh, Georg, Langen, Karl-Josef, Delev, Daniel

“…Purpose PET using radiolabeled amino acid [ 18 F]-fluoro-ethyl- L -tyrosine (FET-PET) is a well-established imaging modality for glioma diagnostics. The…”
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Meta-topologies define distinct anatomical classes of brain tumours linked to histology and survival by Kernbach, Julius M, Delev, Daniel, Neuloh, Georg, Clusmann, Hans, Bzdok, Danilo, Eickhoff, Simon B, Staartjes, Victor E, Vasella, Flavio, Weller, Michael, Regli, Luca, Serra, Carlo, Krayenbühl, Niklaus, Akeret, Kevin

“…Abstract The current World Health Organization classification integrates histological and molecular features of brain tumours. The aim of this study was to…”
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The association of patient age with postoperative morbidity and mortality following resection of intracranial tumors by Yang, Yang, Zeitlberger, Anna M., Neidert, Marian C., Staartjes, Victor E., Broggi, Morgan, Zattra, Costanza Maria, Vasella, Flavio, Velz, Julia, Bartek, Jiri, Fletcher-Sandersjöö, Alexander, Förander, Petter, Kalasauskas, Darius, Renovanz, Mirjam, Ringel, Florian, Brawanski, Konstantin R., Kerschbaumer, Johannes, Freyschlag, Christian F., Jakola, Asgeir S., Sjåvik, Kristin, Solheim, Ole, Schatlo, Bawarjan, Sachkova, Alexandra, Bock, Hans Christoph, Hussein, Abdelhalim, Rohde, Veit, Broekman, Marike L.D., Nogarede, Claudine O., Lemmens, Cynthia M.C., Kernbach, Julius M., Neuloh, Georg, Krayenbühl, Niklaus, Ferroli, Paolo, Regli, Luca, Bozinov, Oliver, Stienen, Martin N.

“…The postoperative functional status of patients with intracranial tumors is influenced by patient-specific factors, including age. This study aimed to…”
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Development and external validation of a clinical prediction model for functional impairment after intracranial tumor surgery by Staartjes, Victor E, Broggi, Morgan, Zattra, Costanza Maria, Vasella, Flavio, Velz, Julia, Schiavolin, Silvia, Serra, Carlo, Bartek, Jiri, Fletcher-Sandersjöö, Alexander, Förander, Petter, Kalasauskas, Darius, Renovanz, Mirjam, Ringel, Florian, Brawanski, Konstantin R, Kerschbaumer, Johannes, Freyschlag, Christian F, Jakola, Asgeir S, Sjåvik, Kristin, Solheim, Ole, Schatlo, Bawarjan, Sachkova, Alexandra, Bock, Hans Christoph, Hussein, Abdelhalim, Rohde, Veit, Broekman, Marike L D, Nogarede, Claudine O, Lemmens, Cynthia M C, Kernbach, Julius M, Neuloh, Georg, Bozinov, Oliver, Krayenbühl, Niklaus, Sarnthein, Johannes, Ferroli, Paolo, Regli, Luca, Stienen, Martin N

“…Decision-making for intracranial tumor surgery requires balancing the oncological benefit against the risk for resection-related impairment. Risk estimates are…”
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Pattern learning reveals brain asymmetry to be linked to socioeconomic status by Poeppl, Timm B, Dimas, Emile, Sakreida, Katrin, Kernbach, Julius M, Markello, Ross D, Schöffski, Oliver, Dagher, Alain, Koellinger, Philipp, Nave, Gideon, Farah, Martha J, Mišić, Bratislav, Bzdok, Danilo

“…Abstract Socioeconomic status (SES) anchors individuals in their social network layers. Our embedding in the societal fabric resonates with habitus, world…”
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18 F-FET-PET-guided gross total resection improves overall survival in patients with WHO grade III/IV glioma: moving towards a multimodal imaging-guided resection by Ort, Jonas, Hamou, Hussam Aldin, Kernbach, Julius M, Hakvoort, Karlijn, Blume, Christian, Lohmann, Philipp, Galldiks, Norbert, Heiland, Dieter Henrik, Mottaghy, Felix M, Clusmann, Hans, Neuloh, Georg, Langen, Karl-Josef, Delev, Daniel

“…PET using radiolabeled amino acid [ F]-fluoro-ethyl- -tyrosine (FET-PET) is a well-established imaging modality for glioma diagnostics. The biological tumor…”
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